{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T06:27:09Z","timestamp":1772778429247,"version":"3.50.1"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Priority Academic Program Development (PAPD)"},{"DOI":"10.13039\/100000001","name":"U.S. National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1115417"],"award-info":[{"award-number":["IIS-1115417"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61232016"],"award-info":[{"award-number":["61232016"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573191"],"award-info":[{"award-number":["61573191"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573191"],"award-info":[{"award-number":["61573191"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2017,6,1]]},"DOI":"10.1109\/tpami.2016.2578326","type":"journal-article","created":{"date-parts":[[2016,6,8]],"date-time":"2016-06-08T18:17:41Z","timestamp":1465409861000},"page":"1103-1121","source":"Crossref","is-referenced-by-count":62,"title":["Cross Validation Through Two-Dimensional Solution Surface for Cost-Sensitive SVM"],"prefix":"10.1109","volume":"39","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6049-1815","authenticated-orcid":false,"given":"Bin","family":"Gu","sequence":"first","affiliation":[]},{"given":"Victor S.","family":"Sheng","sequence":"additional","affiliation":[]},{"given":"Keng Yeow","family":"Tay","sequence":"additional","affiliation":[]},{"given":"Walter","family":"Romano","sequence":"additional","affiliation":[]},{"given":"Shuo","family":"Li","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015565"},{"key":"ref32","first-page":"973","article-title":"The foundations of cost-sensitive learning","author":"charles","year":"2001","journal-title":"Proc 17th Int Joint Conf Artif Intell"},{"key":"ref31","author":"masnadi-shirazi","year":"2012","journal-title":"Cost-sensitive learning in support vector machines"},{"key":"ref30","first-page":"2114","article-title":"Approximating concavely parameterized optimization problems","author":"giesen","year":"2012","journal-title":"Proc Neural Inf Process Workshop"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2036071"},{"key":"ref11","first-page":"759","article-title":"Risk minimization, probability elicitation, and cost-sensitive SVMs","author":"masnadi-shirazi","year":"2010","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref12","first-page":"1391","article-title":"The entire regularization path for the support vector machine","volume":"5","author":"hastie","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.6.1633"},{"key":"ref14","first-page":"2473","article-title":"Bi-level path following for cross validated solution of kernel quantile regression","volume":"10","author":"rosset","year":"2009","journal-title":"J Mach Learn Res"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2002077"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000001370"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2008.10-07-628"},{"key":"ref18","first-page":"1713","article-title":"Considering cost asymmetry in learning classifiers","volume":"7","author":"bach","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2106219"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2753\/MIS0742-1222290110"},{"key":"ref27","author":"frank","year":"2010","journal-title":"UCI Machine Learning Repository"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.195"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.158"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.875973"},{"key":"ref5","first-page":"476","article-title":"Thresholding for making classifiers cost-sensitive","author":"sheng","year":"2006","journal-title":"Proc 21st Nat Conf Artif Intell"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.29"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4175.001.0001","author":"sch\u00f6lkopf","year":"2001","journal-title":"Learning With Kernels Support Vector Machines Regularization Optimization and Beyond"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2010.12.001"},{"key":"ref9","first-page":"253","article-title":"Optimizing classifiers for imbalanced training sets","author":"karakoulas","year":"1999","journal-title":"Proc Neural Inf Process Workshop"},{"key":"ref1","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"800","DOI":"10.1109\/TNNLS.2012.2183644","article-title":"Regularization path for $\\nu$ -support vector classification","volume":"23","author":"gu","year":"2012","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref21","first-page":"3532","article-title":"Bi-parameter space partition for cost-sensitive SVM","author":"gu","year":"2015","journal-title":"Proc 24th Int Conf Artif Intell"},{"key":"ref24","author":"borrelli","year":"2003","journal-title":"Constrained Optimal Control of Linear and Hybrid Systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/BF02293050"},{"key":"ref26","first-page":"1909","article-title":"Incremental support vector learning: Analysis, implementation and applications","volume":"7","author":"laskov","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2187307"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/ieeexplore.ieee.org\/ielaam\/34\/7919342\/7487020-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/7919342\/07487020.pdf?arnumber=7487020","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,3]],"date-time":"2025-06-03T21:04:36Z","timestamp":1748984676000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7487020\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,1]]},"references-count":34,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2016.2578326","relation":{},"ISSN":["0162-8828","2160-9292"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,1]]}}}